Umang Gupta

Ph.D. Student
University of Southern California
umanggup (at) usc.edu

About Me

I am a Ph.D. student at the University of Southern California, advised by Prof. Greg Ver Steeg. I am interested in unsupervised learning, representation learning, and using machine learning for scientific advancement. More recently, I have been working on fairness (1, 2, 3) and privacy (4, 5) problems in machine learning and federated learning (6).

Before that, I worked on finding optimal strategies for Stackelberg security games with deep reinforcement learning and solving catastrophic forgetting in neural networks. Before coming to USC, I spent two years at Visa Inc., Bangalore, employed as a senior software developer, and five wonderful years at IIT Delhi, concluding with a Dual Degree (B.Tech and M.Tech) in Electrical Engineering.

Research Interests

Selected Publications

Not Research

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